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English A, McDaid D, Lynch SM, McLaughlin J, Cooper E, Wingfield B, Kelly M, Bhavsar M, McGilligan V, Irwin RE, Bucholc M, Zhang SD, Shukla P, Rai TS, Bjourson AJ, Murray E, Gibson DS, Walsh C. Genomic, Proteomic, and Phenotypic Biomarkers of COVID-19 Severity: Protocol for a Retrospective Observational Study. JMIR Res Protoc 2024; 13:e50733. [PMID: 38354037 PMCID: PMC10868637 DOI: 10.2196/50733] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/11/2023] [Revised: 10/23/2023] [Accepted: 11/09/2023] [Indexed: 02/17/2024] Open
Abstract
BACKGROUND Health organizations and countries around the world have found it difficult to control the spread of COVID-19. To minimize the future impact on the UK National Health Service and improve patient care, there is a pressing need to identify individuals who are at a higher risk of being hospitalized because of severe COVID-19. Early targeted work was successful in identifying angiotensin-converting enzyme-2 receptors and type II transmembrane serine protease dependency as drivers of severe infection. Although a targeted approach highlights key pathways, a multiomics approach will provide a clearer and more comprehensive picture of severe COVID-19 etiology and progression. OBJECTIVE The COVID-19 Response Study aims to carry out an integrated multiomics analysis to identify biomarkers in blood and saliva that could contribute to host susceptibility to SARS-CoV-2 and the development of severe COVID-19. METHODS The COVID-19 Response Study aims to recruit 1000 people who recovered from SARS-CoV-2 infection in both community and hospital settings on the island of Ireland. This protocol describes the retrospective observational study component carried out in Northern Ireland (NI; Cohort A); the Republic of Ireland cohort will be described separately. For all NI participants (n=519), SARS-CoV-2 infection has been confirmed by reverse transcription-quantitative polymerase chain reaction. A prospective Cohort B of 40 patients is also being followed up at 1, 3, 6, and 12 months postinfection to assess longitudinal symptom frequency and immune response. Data will be sourced from whole blood, saliva samples, and clinical data from the electronic care records, the general health questionnaire, and a 12-item general health questionnaire mental health survey. Saliva and blood samples were processed to extract DNA and RNA before whole-genome sequencing, RNA sequencing, DNA methylation analysis, microbiome analysis, 16S ribosomal RNA gene sequencing, and proteomic analysis were performed on the plasma. Multiomics data will be combined with clinical data to produce sensitive and specific prognostic models for severity risk. RESULTS An initial demographic and clinical profile of the NI Cohort A has been completed. A total of 249 hospitalized patients and 270 nonhospitalized patients were recruited, of whom 184 (64.3%) were female, and the mean age was 45.4 (SD 13) years. High levels of comorbidity were evident in the hospitalized cohort, with cardiovascular disease and metabolic and respiratory disorders being the most significant (P<.001), grouped according to the International Classification of Diseases 10 codes. CONCLUSIONS This study will provide a comprehensive opportunity to study the mechanisms of COVID-19 severity in recontactable participants. INTERNATIONAL REGISTERED REPORT IDENTIFIER (IRRID) DERR1-10.2196/50733.
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Affiliation(s)
- Andrew English
- Personalised Medicine Centre, School of Medicine, Ulster University, Derry/Londonderry, United Kingdom
- National Horizons Centre, Teesside University, Middlesbrough, United Kingdom
| | - Darren McDaid
- Personalised Medicine Centre, School of Medicine, Ulster University, Derry/Londonderry, United Kingdom
| | - Seodhna M Lynch
- Personalised Medicine Centre, School of Medicine, Ulster University, Derry/Londonderry, United Kingdom
| | - Joseph McLaughlin
- Personalised Medicine Centre, School of Medicine, Ulster University, Derry/Londonderry, United Kingdom
| | - Eamonn Cooper
- Personalised Medicine Centre, School of Medicine, Ulster University, Derry/Londonderry, United Kingdom
| | - Benjamin Wingfield
- Personalised Medicine Centre, School of Medicine, Ulster University, Derry/Londonderry, United Kingdom
| | - Martin Kelly
- Western Health Social Care Trust, Londonderry, United Kingdom
| | - Manav Bhavsar
- Western Health Social Care Trust, Londonderry, United Kingdom
| | - Victoria McGilligan
- Personalised Medicine Centre, School of Medicine, Ulster University, Derry/Londonderry, United Kingdom
| | - Rachelle E Irwin
- Personalised Medicine Centre, School of Medicine, Ulster University, Derry/Londonderry, United Kingdom
| | - Magda Bucholc
- Personalised Medicine Centre, School of Medicine, Ulster University, Derry/Londonderry, United Kingdom
| | - Shu-Dong Zhang
- Personalised Medicine Centre, School of Medicine, Ulster University, Derry/Londonderry, United Kingdom
| | - Priyank Shukla
- Personalised Medicine Centre, School of Medicine, Ulster University, Derry/Londonderry, United Kingdom
| | - Taranjit Singh Rai
- Personalised Medicine Centre, School of Medicine, Ulster University, Derry/Londonderry, United Kingdom
| | - Anthony J Bjourson
- Personalised Medicine Centre, School of Medicine, Ulster University, Derry/Londonderry, United Kingdom
| | - Elaine Murray
- Personalised Medicine Centre, School of Medicine, Ulster University, Derry/Londonderry, United Kingdom
| | - David S Gibson
- Personalised Medicine Centre, School of Medicine, Ulster University, Derry/Londonderry, United Kingdom
| | - Colum Walsh
- Department of Biomedical and Clinical Sciences, Linköping University, Uppsala, Sweden
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Zhang J, Feng S, Chen M, Zhang W, Zhang X, Wang S, Gan X, Zheng Y, Wang G. Identification of potential crucial genes shared in psoriasis and ulcerative colitis by machine learning and integrated bioinformatics. Skin Res Technol 2024; 30:e13574. [PMID: 38303405 PMCID: PMC10835022 DOI: 10.1111/srt.13574] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/22/2023] [Accepted: 01/02/2024] [Indexed: 02/03/2024]
Abstract
BACKGROUND Mounting evidence suggest that there are an association between psoriasis and ulcerative colitis (UC), although the common pathogeneses are not fully understood. Our study aimed to find potential crucial genes in psoriasis and UC through machine learning and integrated bioinformatics. METHODS The overlapping differentially expressed genes (DEGs) of the datasets GSE13355 and GSE87466 were identified. Then the functional enrichment analysis was performed. The overlapping genes in LASSO, SVM-RFE and key module in WGCNA were considered as potential crucial genes. The receiver operator characteristic (ROC) curve was used to estimate their diagnostic confidence. The CIBERSORT was conducted to evaluate immune cell infiltration. Finally, the datasets GSE30999 and GSE107499 were retrieved to validate. RESULTS 112 overlapping DEGs were identified in psoriasis and UC and the functional enrichment analysis revealed they were closely related to the inflammatory and immune response. Eight genes, including S100A9, PI3, KYNU, WNT5A, SERPINB3, CHI3L2, ARNTL2, and SLAMF7, were ultimately identified as potential crucial genes. ROC curves showed they all had high confidence in the test and validation datasets. CIBERSORT analysis indicated there was a correlation between infiltrating immune cells and potential crucial genes. CONCLUSION In our study, we focused on the comprehensive understanding of pathogeneses in psoriasis and UC. The identification of eight potential crucial genes may contribute to not only understanding the common mechanism, but also identifying occult UC in psoriasis patients, even serving as therapeutic targets in the future.
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Affiliation(s)
- Jing Zhang
- Department of Dermatologythe First Affiliated HospitalXi'an Jiaotong UniversityXi'anShaanxi ProvinceChina
| | - Shuo Feng
- Department of Dermatologythe First Affiliated HospitalXi'an Jiaotong UniversityXi'anShaanxi ProvinceChina
| | - Minfei Chen
- Department of Dermatologythe First Affiliated HospitalXi'an Jiaotong UniversityXi'anShaanxi ProvinceChina
| | - Wen Zhang
- Department of Dermatologythe First Affiliated HospitalXi'an Jiaotong UniversityXi'anShaanxi ProvinceChina
| | - Xiu Zhang
- Department of Dermatologythe First Affiliated HospitalXi'an Jiaotong UniversityXi'anShaanxi ProvinceChina
| | - Shengbang Wang
- Department of Dermatologythe First Affiliated HospitalXi'an Jiaotong UniversityXi'anShaanxi ProvinceChina
| | - Xinyi Gan
- Department of Dermatologythe First Affiliated HospitalXi'an Jiaotong UniversityXi'anShaanxi ProvinceChina
| | - Yan Zheng
- Department of Dermatologythe First Affiliated HospitalXi'an Jiaotong UniversityXi'anShaanxi ProvinceChina
| | - Guorong Wang
- The First Department of General Surgerythe Third Affiliated Hospital and Shaanxi Provincial People's HospitalXi'an Jiaotong UniversityXi'anShaanxi ProvinceChina
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Liu L, Lin NX, Yu YT, Wang SH, Wang J, Cai XC, Wang CX, Zhang M, Li X, Li B. Epidemiology of mental health comorbidity in patients with psoriasis: An analysis of trends from 1986 to 2019. Psychiatry Res 2023; 321:115078. [PMID: 36724650 DOI: 10.1016/j.psychres.2023.115078] [Citation(s) in RCA: 12] [Impact Index Per Article: 12.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/23/2022] [Revised: 01/22/2023] [Accepted: 01/23/2023] [Indexed: 01/26/2023]
Abstract
BACKGROUND The prevalence of mental disorders such as depression, anxiety, and suicide has increased in patients with psoriasis, although no study has systematically analyzed the epidemiology worldwide. OBJECTIVE To explore the prevalence and incidence of psoriasis with comorbid mental disorders (i.e., depression, anxiety, and suicide). METHODS Five databases from establishment through May 2022 were searched. Stata SE 15.1 was used for the data analysis. Subgroup, meta-regression, and sensitivity analyses were used to evaluate the heterogeneity of pooled studies. RESULTS We evaluated 56 studies in our research. The prevalence of depression, anxiety, and suicide in adults with psoriasis was 20%, 21%, and 0.77%. Patients with psoriasis in North America had a higher prevalence of depression and suicide, whereas those in South America had a higher prevalence of anxiety. The incidence of depression, anxiety, and suicide was 42.1, 24.7, and 2.6 per 1000 person-years in adults with psoriasis, respectively. LIMITATIONS All of the included studies were published in Chinese and English, causing a degree of selection bias. CONCLUSION These findings demonstrate the incidence and prevalence of comorbid mental disorders in patients with psoriasis, which may raise awareness among physicians and patients regarding the mental problems associated with psoriasis.
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Affiliation(s)
- Liu Liu
- Department of Dermatology, Yueyang Hospital of Integrated Traditional Chinese and Western Medicine, Shanghai University of Traditional Chinese Medicine, Shanghai 200437, China; Shanghai University of Traditional Chinese Medicine, Shanghai 201203, China
| | - Nai-Xuan Lin
- Department of Dermatology, Yueyang Hospital of Integrated Traditional Chinese and Western Medicine, Shanghai University of Traditional Chinese Medicine, Shanghai 200437, China; Shanghai University of Traditional Chinese Medicine, Shanghai 201203, China
| | - Yuan-Ting Yu
- Department of Dermatology, Yueyang Hospital of Integrated Traditional Chinese and Western Medicine, Shanghai University of Traditional Chinese Medicine, Shanghai 200437, China; Shanghai University of Traditional Chinese Medicine, Shanghai 201203, China
| | - Si-Han Wang
- Department of Dermatology, Yueyang Hospital of Integrated Traditional Chinese and Western Medicine, Shanghai University of Traditional Chinese Medicine, Shanghai 200437, China; Shanghai University of Traditional Chinese Medicine, Shanghai 201203, China
| | - Jiao Wang
- Department of Dermatology, Yueyang Hospital of Integrated Traditional Chinese and Western Medicine, Shanghai University of Traditional Chinese Medicine, Shanghai 200437, China; Shanghai University of Traditional Chinese Medicine, Shanghai 201203, China
| | - Xiao-Ce Cai
- Department of Dermatology, Yueyang Hospital of Integrated Traditional Chinese and Western Medicine, Shanghai University of Traditional Chinese Medicine, Shanghai 200437, China; Shanghai University of Traditional Chinese Medicine, Shanghai 201203, China
| | - Chun-Xiao Wang
- Department of Dermatology, Yueyang Hospital of Integrated Traditional Chinese and Western Medicine, Shanghai University of Traditional Chinese Medicine, Shanghai 200437, China; Shanghai University of Traditional Chinese Medicine, Shanghai 201203, China
| | - Miao Zhang
- Department of Dermatology, Yueyang Hospital of Integrated Traditional Chinese and Western Medicine, Shanghai University of Traditional Chinese Medicine, Shanghai 200437, China; Shanghai University of Traditional Chinese Medicine, Shanghai 201203, China
| | - Xin Li
- Department of Dermatology, Yueyang Hospital of Integrated Traditional Chinese and Western Medicine, Shanghai University of Traditional Chinese Medicine, Shanghai 200437, China; Institute of Dermatology, Shanghai Academy of Traditional Chinese Medicine, Shanghai 201203, China.
| | - Bin Li
- Institute of Dermatology, Shanghai Academy of Traditional Chinese Medicine, Shanghai 201203, China; Department of Dermatology, Shanghai Skin Disease Hospital, Shanghai 200443, China.
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Ondičová M, Irwin RE, Thursby SJ, Hilman L, Caffrey A, Cassidy T, McLaughlin M, Lees-Murdock DJ, Ward M, Murphy M, Lamers Y, Pentieva K, McNulty H, Walsh CP. Folic acid intervention during pregnancy alters DNA methylation, affecting neural target genes through two distinct mechanisms. Clin Epigenetics 2022; 14:63. [PMID: 35578268 PMCID: PMC9112484 DOI: 10.1186/s13148-022-01282-y] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/07/2021] [Accepted: 04/29/2022] [Indexed: 12/22/2022] Open
Abstract
BACKGROUND We previously showed that continued folic acid (FA) supplementation beyond the first trimester of pregnancy appears to have beneficial effects on neurocognitive performance in children followed for up to 11 years, but the biological mechanism for this effect has remained unclear. Using samples from our randomized controlled trial of folic acid supplementation in second and third trimester (FASSTT), where significant improvements in cognitive and psychosocial performance were demonstrated in children from mothers supplemented in pregnancy with 400 µg/day FA compared with placebo, we examined methylation patterns from cord blood (CB) using the EPIC array which covers approximately 850,000 cytosine-guanine (CG) sites across the genome. Genes showing significant differences were verified using pyrosequencing and mechanistic approaches used in vitro to determine effects on transcription. RESULTS FA supplementation resulted in significant differences in methylation, particularly at brain-related genes. Further analysis showed these genes split into two groups. In one group, which included the CES1 gene, methylation changes at the promoters were important for regulating transcription. We also identified a second group which had a characteristic bimodal profile, with low promoter and high gene body (GB) methylation. In the latter, loss of methylation in the GB is linked to decreases in transcription: this group included the PRKAR1B/HEATR2 genes and the dopamine receptor regulator PDE4C. Overall, methylation in CB also showed good correlation with methylation profiles seen in a published data set of late gestation foetal brain samples. CONCLUSION We show here clear alterations in DNA methylation at specific classes of neurodevelopmental genes in the same cohort of children, born to FA-supplemented mothers, who previously showed improved cognitive and psychosocial performance. Our results show measurable differences at neural genes which are important for transcriptional regulation and add to the supporting evidence for continued FA supplementation throughout later gestation. This trial was registered on 15 May 2013 at www.isrctn.com as ISRCTN19917787.
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Affiliation(s)
- Miroslava Ondičová
- Genomic Medicine Research Group, Ulster University, Coleraine, Northern Ireland, UK
| | - Rachelle E Irwin
- Genomic Medicine Research Group, Ulster University, Coleraine, Northern Ireland, UK
| | - Sara-Jayne Thursby
- Genomic Medicine Research Group, Ulster University, Coleraine, Northern Ireland, UK
- The Johns Hopkins University School of Medicine, Baltimore, USA
| | - Luke Hilman
- Genomic Medicine Research Group, Ulster University, Coleraine, Northern Ireland, UK
| | - Aoife Caffrey
- Nutrition Innovation Centre for Food and Health (NICHE), School of Biomedical Sciences, Ulster University, Coleraine, Northern Ireland, UK
| | - Tony Cassidy
- Psychology Institute, Ulster University, Coleraine, Northern Ireland, UK
| | - Marian McLaughlin
- Psychology Institute, Ulster University, Coleraine, Northern Ireland, UK
| | - Diane J Lees-Murdock
- Genomic Medicine Research Group, Ulster University, Coleraine, Northern Ireland, UK
| | - Mary Ward
- Nutrition Innovation Centre for Food and Health (NICHE), School of Biomedical Sciences, Ulster University, Coleraine, Northern Ireland, UK
| | - Michelle Murphy
- Unitat de Medicina Preventiva i Salut Pública, Facultat de Medicina i Ciències de La Salut, Universitat Rovira i Virgili, Reus, Spain
| | - Yvonne Lamers
- Food, Nutrition, and Health Program, Faculty of Land and Food Systems, The University of British Columbia, and British Columbia Children's Hospital Research Institute, Vancouver, BC, Canada
| | - Kristina Pentieva
- Nutrition Innovation Centre for Food and Health (NICHE), School of Biomedical Sciences, Ulster University, Coleraine, Northern Ireland, UK
| | - Helene McNulty
- Nutrition Innovation Centre for Food and Health (NICHE), School of Biomedical Sciences, Ulster University, Coleraine, Northern Ireland, UK
| | - Colum P Walsh
- Genomic Medicine Research Group, Ulster University, Coleraine, Northern Ireland, UK.
- Centre for Research and Development, Region Gävleborg/Uppsala University, Gävle, Sweden.
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Peters EMJ, Stierle C. [Psychodermatology: Foundations for new developments in integrated care]. Psychother Psychosom Med Psychol 2022; 72:155-168. [PMID: 35385880 DOI: 10.1055/a-1740-9408] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/18/2022]
Abstract
The burden of a skin disease is easily understood by any observer due to its visibility: psychosocial issues are therefore ubiquitous in dermatology. Current evidence now shows that this relationship is two-way, as psychosocial stress can cause skin disease and its worsening. This interrelationship poses a major challenge.
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Ward C, McLafferty M, McLaughlin J, McHugh R, McBride L, Brady J, Bjourson AJ, Walsh CP, O'Neill SM, Murray EK. Suicidal behaviours and mental health disorders among students commencing college. Psychiatry Res 2022; 307:114314. [PMID: 34864232 DOI: 10.1016/j.psychres.2021.114314] [Citation(s) in RCA: 5] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/19/2021] [Revised: 11/09/2021] [Accepted: 11/25/2021] [Indexed: 11/29/2022]
Abstract
The increase in psychological disorders and suicidal behaviour in students is a reason for growing concern. Some may start university with pre-existing problems, while others develop problems during this time. It is important to evaluate mental health and wellbeing early, identifying those at risk. The aim of this study was to compare mental health problems and help-seeking behaviour between students in Northern Ireland (NI) and the Republic of Ireland (ROI). Whilst geographically proximate, the institutions span a cross-border region with distinct education and healthcare systems. First-year undergraduate students (n = 1828) were recruited in September 2019 as part of the World Mental Health International College Student Initiative. Suicidal behaviour, mental health and substance disorders were investigated using the World Mental Health- Composite International Diagnostic Interview. Prevalence of disorders was high, with more ROI students experiencing problems than NI students. Students were significantly more likely to experience mental health problems if they were female (p<0.001), non-heterosexual (p<0.0001), and over the age of 21 (p<0.0001). These findings show that many students are starting university with high levels of psychopathology and suicidal behaviour, highlighting the importance of early intervention which may need to be tailored to different student populations.
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Affiliation(s)
- Caoimhe Ward
- Centre for Research and Development, Region Gävleborg/Uppsala University, Gävle, Sweden
| | - Margaret McLafferty
- Centre for Research and Development, Region Gävleborg/Uppsala University, Gävle, Sweden
| | - Jonathon McLaughlin
- Centre for Research and Development, Region Gävleborg/Uppsala University, Gävle, Sweden
| | - Rachel McHugh
- School of Psychology, Ulster University, Coleraine Campus, Coleraine, Co. Derry, UK; Letterkenny Institute of Technology, Co. Donegal, Ireland
| | - Louise McBride
- Letterkenny Institute of Technology, Co. Donegal, Ireland
| | - John Brady
- Western Health and Social Care Trust, Tyrone and Fermanagh Hospital, Omagh, Co. Tyrone, UK
| | - Anthony J Bjourson
- Centre for Research and Development, Region Gävleborg/Uppsala University, Gävle, Sweden
| | - Colum P Walsh
- Genomics Medicine Research Group, School of Biomedical Sciences, Ulster University, Coleraine Campus, Coleraine, Co. Derry, UK
| | - Siobhan M O'Neill
- School of Psychology, Ulster University, Coleraine Campus, Coleraine, Co. Derry, UK
| | - Elaine K Murray
- Centre for Research and Development, Region Gävleborg/Uppsala University, Gävle, Sweden
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Analysis of the Potential Genetic Links between Psoriasis and Cardiovascular Risk Factors. Int J Mol Sci 2021; 22:ijms22169063. [PMID: 34445769 PMCID: PMC8396451 DOI: 10.3390/ijms22169063] [Citation(s) in RCA: 13] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/28/2021] [Revised: 08/20/2021] [Accepted: 08/21/2021] [Indexed: 01/07/2023] Open
Abstract
Cardiovascular risk factors are one of the most common comorbidities in psoriasis. A higher prevalence of hypertension, insulin resistance and type 2 diabetes, dyslipidemia, obesity, metabolic syndrome, depression, as well as cardiovascular disease was confirmed in psoriatic patients in comparison to the general population. Data suggest that psoriasis and systemic inflammatory disorders may originate from the pleiotropic interactions with many genetic pathways. In this review, the authors present the current state of knowledge on the potential genetic links between psoriasis and cardiovascular risk factors. The understanding of the processes linking psoriasis with cardiovascular risk factors can lead to improvement of psoriasis management in the future.
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